A vestibular-inspired uncoupled reservoir topology achieves memory capacity and predictive performance equivalent to fully coupled reservoirs for linear systems under derived conditions, with approximate extension to nonlinear cases.
Stepney, Physical reservoir computing: a tutorial, Natural Computing , 1 (2024)
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Vestibular reservoir computing
A vestibular-inspired uncoupled reservoir topology achieves memory capacity and predictive performance equivalent to fully coupled reservoirs for linear systems under derived conditions, with approximate extension to nonlinear cases.